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来源类型 | Conference or Workshop Item (Poster) |
规范类型 | 其他 |
Control of Diffusion Processes in Multi-agent Networks. | |
Wildemeersch M; Chan WHR; Quek TQS | |
发表日期 | 2015 |
出处 | Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 -13 November, 2015, Laxenburg, Austria |
出版年 | 2015 |
语种 | 英语 |
摘要 | Diffusion processes are instrumental in describing the movement of a continuous quantity in a generic network of interacting agents. Here, we present a probabilistic framework for diffusion in networks and propose to classify agent interactions according to two protocols where the total network quantity is conserved or variable. For both protocols, our focus is on asymmetric interactions between agents involving directed graphs. Specifically, we define how the dynamics of conservative and non-conservative networks relate to the weighted in-degree Laplacian and the weighted out-degree Laplacian. We show how network diffusion can be externally manipulated by applying time-varying input functions at individual nodes. The network control and design schemes enable flow modifications that allow the alteration of the dynamic and stationary behavior of the network in conservative and non-conservative networks. The proposed framework is relevant in the context of group coordination, herding behavior, distributed algorithms, and network control. |
主题 | Advanced Systems Analysis (ASA) |
URL | http://pure.iiasa.ac.at/id/eprint/11741/ |
来源智库 | International Institute for Applied Systems Analysis (Austria) |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/132564 |
推荐引用方式 GB/T 7714 | Wildemeersch M,Chan WHR,Quek TQS. Control of Diffusion Processes in Multi-agent Networks.. 2015. |
条目包含的文件 | ||||||
文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
Control%20of%20Diffu(774KB) | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 |
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